Abstract

BackgroundMicroarrays are invaluable tools for genome interrogation, SNP detection, and expression analysis, among other applications. Such broad capabilities would be of value to many pathogen research communities, although the development and use of genome-scale microarrays is often a costly undertaking. Therefore, effective methods for reducing unnecessary probes while maintaining or expanding functionality would be relevant to many investigators.ResultsTaking advantage of available genome sequences and annotation for Toxoplasma gondii (a pathogenic parasite responsible for illness in immunocompromised individuals) and Plasmodium falciparum (a related parasite responsible for severe human malaria), we designed a single oligonucleotide microarray capable of supporting a wide range of applications at relatively low cost, including genome-wide expression profiling for Toxoplasma, and single-nucleotide polymorphism (SNP)-based genotyping of both T. gondii and P. falciparum. Expression profiling of the three clonotypic lineages dominating T. gondii populations in North America and Europe provides a first comprehensive view of the parasite transcriptome, revealing that ~49% of all annotated genes are expressed in parasite tachyzoites (the acutely lytic stage responsible for pathogenesis) and 26% of genes are differentially expressed among strains. A novel design utilizing few probes provided high confidence genotyping, used here to resolve recombination points in the clonal progeny of sexual crosses. Recent sequencing of additional T. gondii isolates identifies >620 K new SNPs, including ~11 K that intersect with expression profiling probes, yielding additional markers for genotyping studies, and further validating the utility of a combined expression profiling/genotyping array design. Additional applications facilitating SNP and transcript discovery, alternative statistical methods for quantifying gene expression, etc. are also pursued at pilot scale to inform future array designs.ConclusionsIn addition to providing an initial global view of the T. gondii transcriptome across major lineages and permitting detailed resolution of recombination points in a historical sexual cross, the multifunctional nature of this array also allowed opportunities to exploit probes for purposes beyond their intended use, enhancing analyses. This array is in widespread use by the T. gondii research community, and several aspects of the design strategy are likely to be useful for other pathogens.

Highlights

  • Microarrays are invaluable tools for genome interrogation, single-nucleotide polymorphism (SNP) detection, and expression analysis, among other applications

  • A highly time-resolved expression profiling series through asexual blood stages of the human malaria parasite Plasmodium falciparum, using spotted oligonucleotide arrays, revealed a transcriptional program tightly coupled to the cell cycle [3], and further studies have elucidated responses to a variety of drug treatment regimens [4,5]

  • In order to address the diverse needs of the Toxoplasma gondii research community, we have developed a custom Affymetrix array for this protozoan parasite, a prominent source of neurological birth defects during congenital infection, and a cause of encephalitis in immunosuppressed patients

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Summary

Introduction

Microarrays are invaluable tools for genome interrogation, SNP detection, and expression analysis, among other applications. Such broad capabilities would be of value to many pathogen research communities, the development and use of genome-scale microarrays is often a costly undertaking. A highly time-resolved expression profiling series through asexual blood stages of the human malaria parasite Plasmodium falciparum, using spotted oligonucleotide arrays, revealed a transcriptional program tightly coupled to the cell cycle [3], and further studies have elucidated responses to a variety of drug treatment regimens [4,5]. A newer generation of tiling arrays and ‘nextgeneration’ sequencing is expected to support further applications in gene and SNP discovery, expression profiling, etc. Similar analyses would clearly be valuable for many pathogens, the development and use of microarrays can be an expensive undertaking

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